Gabor Lugosi
17 papers · 2002–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(21)
🌟
Keyword Trendsetter Combo
(3)
🗃️
Keyword Collector
(84)
💎
Century Club
(17)
🔥
Unstoppable
(6)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
JMLR (8)
COLT (5)
NIPS (2)
ALT (1)
ICML (1)
Top co-authors
Keywords
regret bound
(5)
multi-armed bandit
(4)
online algorithm
(3)
combinatorial optimization
(3)
online learning
(2)
generalization bound
(2)
random walk
(1)
model selection
(1)
stochastic optimization
(1)
empirical risk minimization
(1)
exploration-exploitation tradeoff
(1)
covariance matrix
(1)
graph structure
(1)
mutual information
(1)
adversarial learning
(1)
algorithmic stability
(1)
gradient descent
(1)
k-means clustering
(1)
generalization error
(1)
oracle inequality
(1)
Papers
Bandit problems with fidelity rewards
JMLR 2023
Generalization Bounds via Convex Analysis
COLT 2022
Learning partial correlation graphs and graphical models by covariance queries
JMLR 2021
Online Influence Maximization with Local Observations
ALT 2019
Algorithmic Stability and Hypothesis Complexity
ICML 2017
Boltzmann Exploration Done Right
NIPS 2017
An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits
COLT 2017
Exceptional Rotations of Random Graphs: A VC Theory
JMLR 2015
Density-preserving quantization with application to graph downsampling
COLT 2014
Prediction by random-walk perturbation
COLT 2013
Mirror Descent Meets Fixed Share (and feels no regret)
NIPS 2012
Minimax Policies for Combinatorial Prediction Games
COLT 2011
On-Line Sequential Bin Packing
JMLR 2010
Consistency of Random Forests and Other Averaging Classifiers
JMLR 2008
The On-Line Shortest Path Problem Under Partial Monitoring
JMLR 2007
On the Rate of Convergence of Regularized Boosting Classifiers
JMLR 2003
Data-dependent margin-based generalization bounds for classification
JMLR 2002